A review of domain adaptation without target labels

v1v2 (latest)

A review of domain adaptation without target labels

16 January 2019

ArXiv (abs)PDF HTML

Papers citing "A review of domain adaptation without target labels"

15 / 165 papers shown

Title
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping Benjamin Lucas Charlotte Pelletier Daniel F. Schmidt Geoffrey I. Webb Franccois Petitjean BDL 19 8 0 25 May 2020
Domain Adaptation in Highly Imbalanced and Overlapping Datasets R. Ber T. Haramaty OOD 115 2 0 07 May 2020
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis Deepanway Ghosal Devamanyu Hazarika Abhinaba Roy Navonil Majumder Rada Mihalcea Soujanya Poria 105 68 0 02 May 2020
Maximum Density Divergence for Domain Adaptation Jingjing Li Erpeng Chen Ding Zhengming Zhu Lei Ke Lu Jikang Cheng OOD 76 286 0 27 Apr 2020
QuantNet: Transferring Learning Across Systematic Trading Strategies Adriano Soares Koshiyama Sebastian Flennerhag Stefano B. Blumberg Nikan B. Firoozye Philip C. Treleaven AIFin MQ 86 9 0 07 Apr 2020
The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity E. Schat R. Schoot Wouter M. Kouw D. Veen A. Mendrik OOD 43 23 0 27 Feb 2020
Deep Domain Adaptive Object Detection: a Survey Wanyi Li Fuyu Li Yongkang Luo Peng Wang Jia sun ObjD 76 60 0 17 Feb 2020
Time Series Alignment with Global Invariances Titouan Vayer R. Tavenard Laetitia Chapel Nicolas Courty Rémi Flamary Yann Soullard AI4TS 86 17 0 10 Feb 2020
Incremental Unsupervised Domain-Adversarial Training of Neural Networks Antonio Javier Gallego Jorge Calvo-Zaragoza Robert B. Fisher CLL OOD 43 35 0 13 Jan 2020
Estimation of Wasserstein distances in the Spiked Transport Model Jonathan Niles-Weed Philippe Rigollet 85 103 0 16 Sep 2019
Back to the Future -- Sequential Alignment of Text Representations Johannes Bjerva Wouter M. Kouw Isabelle Augenstein AI4TS 39 9 0 08 Sep 2019
A cross-center smoothness prior for variational Bayesian brain tissue segmentation Wouter M. Kouw S. Ørting Jens Petersen K. S. Pedersen Marleen de Bruijne 54 8 0 11 Mar 2019
Target Robust Discriminant Analysis Wouter M. Kouw Marco Loog OOD TTA 21 2 0 21 Jun 2018
Target contrastive pessimistic risk for robust domain adaptation Wouter M. Kouw Marco Loog 15 2 0 25 Jun 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 303 4,687 0 17 Feb 2017